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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 159 of 244
I cannot believe vassei if she lives in Canada, she knows this all the numbers were on the website, the government's own numbers, and all she does is argue. Please remove her from her position. …
I cannot believe vassei if she lives in Canada, she knows this all the numbers were on the website, the government's own numbers, and all she does is argue. Please remove her from her position. Might as well be carney up there
Identity Attack0.015757138
Insult0.06687108
Profanity0.014395831
Threat0.011353259
Severe Toxicity0.0024032593
Low Tox 0.14256015 Moderate Con 0.462 Call_To_Action
Feb 28, 2026 'We do know that there's …
Why do people become more fanatic after they immigrate to Canada? I don’t think so they have that much right on their back home.
Why do people become more fanatic after they immigrate to Canada? I don’t think so they have that much right on their back home.
Identity Attack0.089145996
Insult0.047935467
Profanity0.015557245
Threat0.0066086366
Severe Toxicity0.0024318695
Low Tox 0.14256015 Moderate Con 0.352
Aug 26, 2025 Why Canadians Are Turning Against …
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate …
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate to brampton good for them
Identity Attack0.12735364
Insult0.03511308
Profanity0.01764096
Threat0.006835188
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.52
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another …
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another country has to pay more tax The reason people from other countries are in Canada is so canadians make money off selling things to them Not to remove them They pay tax so we have services and Canada helps Canadians Canadians are not helping canadians They're using foreigners as an excuse for them to not help canadians and making us lose money
Identity Attack0.10221587
Insult0.06250052
Profanity0.017299367
Threat0.0076766624
Severe Toxicity0.0038337708
Low Tox 0.14256015 Moderate Con 0.389
Dec 30, 2025 1 likes Deportations From Canada at Their …
How did Canadas successive governments failed this nation by getting immigrants who instead of assimilating in Canadian way of life deliberately segregated themselves to create their own country and culture in Canada.Immigrants to this land …
How did Canadas successive governments failed this nation by getting immigrants who instead of assimilating in Canadian way of life deliberately segregated themselves to create their own country and culture in Canada.Immigrants to this land have been destroying way of life in Canada by creating hundreds of countries they came from in Canada.Its scary to even think how all sorts of religious buildings are being built to segregate people based on their own religion and culture!??!
Identity Attack0.109318495
Insult0.032799274
Profanity0.011031146
Threat0.007365964
Severe Toxicity0.0031661987
Low Tox 0.14256015 Constructive 0.505
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
At this point Canada will be a third world country within a few years
At this point Canada will be a third world country within a few years
Identity Attack0.10221587
Insult0.034451995
Profanity0.015215653
Threat0.0091524795
Severe Toxicity0.004043579
Low Tox 0.14256015 Low Con 0.122
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Trump said he was going to build a wall , and Mexico was gonna pay for it. Then he gets in a second time and he did build a wall , and Mexico and Canada …
Trump said he was going to build a wall , and Mexico was gonna pay for it. Then he gets in a second time and he did build a wall , and Mexico and Canada are paying for it. Brilliant!
Identity Attack0.09741807
Insult0.031807642
Profanity0.01220964
Threat0.011508608
Severe Toxicity0.0040245056
Low Tox 0.14256015 Low Con 0.264 Humor_Satire
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Our families have been here from India since 1887 in Canada. Our parents came here 1965. We suffered racism and pathed the way for the newcomers. The difference is that our parents came the right …
Our families have been here from India since 1887 in Canada. Our parents came here 1965. We suffered racism and pathed the way for the newcomers. The difference is that our parents came the right way with a sponsorship. These newcomers think they are better than us. We couldn't afford a car for years. These newcomers are rolling in sports cars as soon as they land. They haven't suffered hardship like we did here. Please don't put us on the same level as them. I know some that have come here and really worked their way up to adapt here. The government needs to stop giving out free handouts to the ones that are abusing our country.
Identity Attack0.1007269
Insult0.0623257
Profanity0.017231047
Threat0.00789674
Severe Toxicity0.0036621094
Low Tox 0.14256015 Constructive 0.77
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country …
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country but bring their onw and live seperately from the natives. That is the case in every country they go to not only in Canada..
Identity Attack0.13591312
Insult0.034562174
Profanity0.012687869
Threat0.006259101
Severe Toxicity0.0029945374
Low Tox 0.14082454 Constructive 0.611 Unverified_Claim
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Ha Ha Ha!! As an Indigenous person in this country they call Canada, everybody is an immigrant to me. Now you know what it feels like.
Ha Ha Ha!! As an Indigenous person in this country they call Canada, everybody is an immigrant to me. Now you know what it feels like.
Identity Attack0.10221587
Insult0.0314771
Profanity0.015967157
Threat0.006136116
Severe Toxicity0.0030326843
Low Tox 0.14082454 Constructive 0.538
Dec 23, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
0:58 They're sneaking people from Canada to Australia?
0:58 They're sneaking people from Canada to Australia?
Identity Attack0.089145996
Insult0.024897853
Profanity0.02836696
Threat0.015256803
Severe Toxicity0.0048065186
Low Tox 0.14082454 Low Con 0.264 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is just circling the drain! Wake up people!
Canada is just circling the drain! Wake up people!
Identity Attack0.06340405
Insult0.06023245
Profanity0.014156717
Threat0.010265815
Severe Toxicity0.0037384033
Low Tox 0.14082454 Low Con 0.184 Fear_Threat
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the US they have become the second-largest immigrant group in many states. Big business/globalists like them for cheap labor and demographic change, and their fellow Indians of course support them out of ethnic/cultural loyalty. Canada with its small population has been completely overrun in just a handful of years by both them and the Chinese. Same thing in Australia.
Identity Attack0.11396073
Insult0.045007613
Profanity0.021808386
Threat0.0077672824
Severe Toxicity0.003452301
Low Tox 0.14082454 Constructive 0.581 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
Identity Attack0.07921951
Insult0.042665333
Profanity0.018255826
Threat0.010291707
Severe Toxicity0.0037574768
Low Tox 0.13908891 Moderate Con 0.42 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
What about old people brought here, never worked one hour in Canada, but receive pension, medical and dental benefits, or stay on welfare?? What about emigration business that evolved in BC like mushrooms after rain?? …
What about old people brought here, never worked one hour in Canada, but receive pension, medical and dental benefits, or stay on welfare?? What about emigration business that evolved in BC like mushrooms after rain?? Who's paying for this category of emigrants??
Identity Attack0.08749158
Insult0.047935467
Profanity0.012175481
Threat0.0061814263
Severe Toxicity0.0027275085
Low Tox 0.13908891 Moderate Con 0.423 Economic_Argument
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
Identity Attack0.031722516
Insult0.0638991
Profanity0.014088398
Threat0.00866054
Severe Toxicity0.002336502
Low Tox 0.13908891 Moderate Con 0.487 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I am an Indian and seeing this... Canada is indeed cooked.
I am an Indian and seeing this... Canada is indeed cooked.
Identity Attack0.08500996
Insult0.03511308
Profanity0.031641733
Threat0.0079873605
Severe Toxicity0.0048065186
Low Tox 0.13908891 Moderate Con 0.415 Fear_Threat
Nov 1, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Why would they want to go to the US if they are in Canada? Usbis falling apart .. but so is Canada i guess .. lol
Why would they want to go to the US if they are in Canada? Usbis falling apart .. but so is Canada i guess .. lol
Identity Attack0.08252834
Insult0.04207976
Profanity0.01941724
Threat0.007689608
Severe Toxicity0.0033950806
Low Tox 0.13908891 Low Con 0.201
Jan 27, 2026 Inside Canada's Indian Invasion...
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have …
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have quietly opened up immigration without providing infrastructure to support them. Taxpayers dollars have been dolled out for new immigrant's housing and living. This is akin to welfare in that there is no incentive to begin to work and make your own life when the federal government is supporting them with our tax dollars...and first generation Canadians are afraid to speak up for fear of sounding racist. Ridiculous. This has to stop and change. I'm planning on leaving. It's headed for disaster. I see the light.
Identity Attack0.10221587
Insult0.060752302
Profanity0.018119188
Threat0.0071847234
Severe Toxicity0.0035095215
Low Tox 0.1373533 Constructive 0.723 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Canada's immigration is out of control to the point.Wi-Fi.Canada is gonna be lost if we don't get a grip on this
Canada's immigration is out of control to the point.Wi-Fi.Canada is gonna be lost if we don't get a grip on this
Identity Attack0.07921951
Insult0.031697463
Profanity0.0127903465
Threat0.014393489
Severe Toxicity0.0032424927
Low Tox 0.1373533 Moderate Con 0.323
Oct 12, 2025 IRCC Names India in Study …
This is only one small program. Canada still has opened its border to too many immigrants and we have a very poor standard of living.
This is only one small program. Canada still has opened its border to too many immigrants and we have a very poor standard of living.
Identity Attack0.10221587
Insult0.04852104
Profanity0.010365041
Threat0.0064079775
Severe Toxicity0.0022888184
Low Tox 0.1373533 Moderate Con 0.462
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Identity Attack0.109318495
Insult0.04383647
Profanity0.02474608
Threat0.0066733654
Severe Toxicity0.004348755
Low Tox 0.1373533 Constructive 0.512 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the …
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the world the legal way I know it's an unpopular opinion or you can just stay in Canada
Identity Attack0.07591068
Insult0.032689095
Profanity0.015728042
Threat0.011379151
Severe Toxicity0.003414154
Low Tox 0.1373533 Constructive 0.611 Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
You know why immigrants apply for PR ? no not to stay in canada.. No not to work in canada.. No not for free health care It is to have higher education at affordable rates.....😂
You know why immigrants apply for PR ? no not to stay in canada.. No not to work in canada.. No not for free health care It is to have higher education at affordable rates.....😂
Identity Attack0.10221587
Insult0.034782536
Profanity0.012722028
Threat0.0062332097
Severe Toxicity0.00289917
Low Tox 0.1373533 Moderate Con 0.306 Humor_Satire
Nov 21, 2025 Thousands of refugees allowed into …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.